Abstract
The present disclosure describes an SSH-based Hive query tool for accessing and querying Hive data warehouses hosted within secured enterprise environments. The tool establishes an authenticated multi-hop SSH session through a bastion host and an edge node using programmatically controlled interactive shell operations, executes HiveQL queries through the authenticated session, and retrieves query results separately from diagnostic output. The tool further provides schema exploration and caching, schema-context-enriched natural-language-to-HiveQL generation, structured result presentation, and credential-management mechanisms that avoid persistent password storage. Together, these capabilities provide a unified environment for secure enterprise Hive data access and analysis
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Yadav,, Mahendra Visa, "AN SSH-BASED HIVE QUERY TOOL WITH AUTOMATED MULTI-HOP ACCESS AND AI-ASSISTED QUERY GENERATION", Technical Disclosure Commons, (October 20, 2026)
https://www.tdcommons.org/dpubs_series/12335